FOR B2B SAAS TEAMS
Add AI to your product
without breaking what works.
You have real customers and real revenue. Now AI is a competitive necessity — the board is asking, customers are asking, a competitor just shipped something. But your strong engineering team isn't an AI team, and the cost of shipping a Clippy-level feature is your reputation.
Built by former leadership from:
You don't want a slide-deck wedding from a Big Four firm, and you don't want twelve mediocre engineers from a contracting shop. What you actually need is a senior peer who has built data and AI capability at scale, will go hands-on, and doesn't need to be managed.
Senior AI engineering leadership — without the 18-month hire.
What we do
We audit where you are today, build the roadmap of what to build, what to buy, and how to staff it, and sit in on the architecture reviews so the team is pointed at the right thing. Then we either embed to build it with you or hand it off and check in monthly.
This isn't a generic ex-FAANG line. As Chief Data Officer at ZoomInfo, I led 250+ engineers and data scientists through IPO, and built AI in a regulated industry at Lemonade. I've operated at your scale — and I'll tell you what your team actually needs to hear, not what's politically convenient.
Proof, not promises
AI features shipped into real products — measured against the business outcome, not eyeballed.
75% → 97%
Natural-Language BI
Taught the model to query like an analyst, not just write SQL — via dynamic few-shot.
Read case studyGrounded or silent
Testimonial Chatbot
Answers grounded in real testimonials — quoted, attributed, and refused when evidence doesn't exist.
Read case study40% → 95%
AI Enrichment Pipeline
A sixteen-pattern mega-prompt, decomposed into testable steps. Same models, same data.
Read case studyWhat working together looks like
Clear scope, real outcomes
- • Engagements run 2–12 weeks
- • Weekly progress updates
- • Full documentation, no black boxes
You own what we build
Working code, evals, and instrumentation your team keeps — no lock-in. Mirable stays your point of contact as the system evolves, and as needs grow we scale through senior team members and trusted partners — but accountability never leaves us. Enterprise cloud infrastructure when you need it, lean and fast when you don't. No over-engineering, no under-building.
SECURITY & COMPLIANCE
AI your security team will approve.
If compliance matters, it isn't an afterthought. SOC 2, SOX, and GDPR experience from regulated environments — including building AI at Lemonade, a publicly traded insurer. We design for the review your security and legal teams will run, and build to pass it.
Facing a similar problem?
If your AI system works in demos but not reliably in production, let's talk.